This file contains statistics and figures from the paper, “Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution” by Max Hills Jr., Limei Ma, Ai Fang, Thelma Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.

The paper can be found here:

Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution



Molecular cascades separating the neuronal lineages

PCA plot of V1R and V2R pseudotime principal curves across cell types

Cell density plots across pseudotime for P14 and P56 mice

Summary of Kolmogorov-Smirnov Test


    Two-sample Kolmogorov-Smirnov test

data:  p14.v1r.pseudotime$v1r.pseudotime and p56.v1r.pseudotime$v1r.pseudotime
D = 0.21438, p-value < 2.2e-16
alternative hypothesis: two-sided

    Two-sample Kolmogorov-Smirnov test

data:  p14.v2r.pseudotime$v2r.pseudotime and p56.v2r.pseudotime$v2r.pseudotime
D = 0.10572, p-value = 1.892e-13
alternative hypothesis: two-sided

Heatmap showing expression in pseudotime for genes that differentially expressed between the V1R and V2R lineages. Heat indicates Z-score values

Zoomed in UMAP of cell types early in the neuronal lineage

Feature plots for select genes expressed early in the neuronal lineage

UMAP of INP, iVSN, iOSN, and mOSN cell types

Normalized expression of candidate genes for V1R/V2R/OSN lineage determination - V1R expressing genes

Normalized expression of candidate genes for V1R/V2R/OSN lineage determination

---
title: "VNO Atlas Figure 3"
author: "Max Hills"
date: "`r format(Sys.time(), '%d %B, %Y')`"
output:
  html_notebook:
    css: style.css
---

```{r, results='asis'}

cat("<button onclick='history.back()' style='font-size: 20px; background-color: black; color: white; padding: 10px 20px; border: none; border-radius: 5px;'>Click Here to Return to Previous Page</button>")

```

```{r, engine='css', echo = FALSE}

.nav-pills > li > a {
  color: black; /* Set inactive tab text color to black */
}

.nav-pills > li > a:hover, .nav-pills > li > a:focus, .nav-pills > li.active > a,
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  color: white; /* Set hover text color to white for better contrast */
}
     
```
  
  
>This file contains statistics and figures from the paper, "Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution" by Max Hills Jr., Limei Ma, Ai Fang, Thelma Chiremba, Seth Malloy, Allison Scott, Anoja Perera, and C. Ron Yu.    

The paper can be found here:  

[Molecular, Cellular, and Developmental Organization of the Mouse Vomeronasal organ at Single Cell Resolution](https://elifesciences.org/reviewed-preprints/97356#tab-content)

***  

```{r setup, include=FALSE}

# R-Markdown Global Settings  

# Set-up a default image size of 10 X 10 inches. Suppress warning
# and error messages. Hide code.
knitr::opts_chunk$set(echo=FALSE, warning=FALSE, message=FALSE, comment="",
                      error=FALSE, fig.width=12, fig.height=12, cache=FALSE)

```

```{r libraries, include=FALSE}

# Library Loading  

suppressPackageStartupMessages({
  library(kit); library(tidyverse); library(stringr); library(plot3D) 
  library(ggplot2); library(data.table); library(org.Mm.eg.db)
  library(dplyr); library(Seurat); library(DBI); library(cowplot)
  library(Matrix); library(glmGamPoi); library(circlize)
  library(tibble); library(ggpubr); library(svglite); library(ggsignif)
  library(stats); library(vegan); library(scales); library(caret)
  library(patchwork); library(plotly); library(geomtextpath)
  library(openxlsx); library(gridExtra); library(ggrepel)
  library(GeneOverlap); library(biomaRt); library(ggpointdensity)
  library(slingshot); library(tradeSeq); library(SingleCellExperiment)
  library(viridis); library(UpSetR); library(pheatmap); library(msigdbr)
  library(fgsea); library(grid); library(IDPmisc); library(MASS)
  library(Rmisc); library(ggplotify); library(ggpmisc); library(scales)
  library(heatmaply); library(dendextend)
})

```

```{r}

# Global Variables

# The home directory
home_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/sc_VNO/"
# Directory for storing data objects at crucial stages
object_dir <- paste0(home_dir,"final.seu.objs/")
# Directory for images from the final analysis
image_dir <- paste0(home_dir,"final_images/")
adobe_images <- paste0(image_dir, "adobe_illustrator_svg_files/")
# Directory for images for the final paper
clustree_dir <- paste0(image_dir,"clustree/")
# A directory for TradeSeq fitGAM output
fitGAM_dir <- paste0(object_dir, "fitGAM/")
moe_dir <- "/l/Yu/YuLab/Bioinformatics/projects/mhh/molng_2407_2453/R_obj/"

# OPEN ```vno.seu.integrated```
load(file = paste0(object_dir,"vno.integrated.postCellID"))
#Load Neuronal Lineage Seurat Object  
load(file = paste0(object_dir,"neuron.integrated.postCellID"))

# Rename unknown_mVSN to sVSN
levels(vno.seu.integrated@active.ident)[levels(vno.seu.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated@active.ident)[levels(neuron.integrated@active.ident)=="unknown_mVSN"] <- "sVSN"
levels(vno.seu.integrated$cell_type)[levels(vno.seu.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"
levels(neuron.integrated$cell_type)[levels(neuron.integrated$cell_type)=="unknown_mVSN"] <- "sVSN"

# Get color scheme for the whole vno dataset
vno.cell_type.colors <- hue_pal()(length(levels(vno.seu.integrated@active.ident)))
names(vno.cell_type.colors) <- levels(vno.seu.integrated@active.ident)

# Keep neuron dataset color scheme consistent with the whole vno color scheme, where possible  
neuron.cell_type.colors <- vno.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN","V1R_iVSN","V2R_iVSN","GBC")]
neuron.cell_type.colors <- setNames(c(neuron.cell_type.colors,"#00B0F6","#9590FF","#E76BF3"),
                                    c(names(neuron.cell_type.colors),"iOSN","late_INP","early_INP"))

mature.neurons <- subset(neuron.integrated,idents=c("V1R_mVSN","V2R_mVSN","mOSN","sVSN"))
mature.cell_type.colors <- neuron.cell_type.colors[c("V1R_mVSN","V2R_mVSN","mOSN","sVSN")]

global.vars <- c(ls(),"global.vars")

```

***  

# Molecular cascades separating the neuronal lineages {.tabset .tabset-pills}  

## PCA plot of V1R and V2R pseudotime principal curves across cell types  

```{r}

load(file=paste0(object_dir,"v1r.v.v2r.seu"))                       # Seurat Object
load(file=paste0(object_dir,"inp.integrated.preCellID"))            # INP Seurat Object
load(file=paste0(object_dir,"v1r.v.v2r.sds"))                       # Slingshot Object
load(file=paste0(fitGAM_dir,"v1r.v.v2r.sce"))                       # Load the tradeSeq object
load(file=paste0(object_dir,"v1r.v.v2r.patternDEres"))              # patternDE test results object

```

```{r}

# Extract slingshot principal curves for plotting with Seurat/ggplot2
v1r.curve <- slingCurves(v1r.v.v2r.sds)[[2]] 
v1r.curve <- data.frame(v1r.curve$s[v1r.curve$ord, ])
v2r.curve <- slingCurves(v1r.v.v2r.sds)[[1]] 
v2r.curve <- data.frame(v2r.curve$s[v2r.curve$ord, ])

```

```{r}

v1r.v.v2r.seu@active.ident <- v1r.v.v2r.seu$cell_type
# Set the order of the levels for the factor
v1r.v.v2r.seu@active.ident <- factor(v1r.v.v2r.seu@active.ident, 
                                      levels = c("GBC", "INP", "V1R.INP", "V2R.INP",
                                                 "V1R_iVSN", "V2R_iVSN", "V1R_mVSN", "V2R_mVSN"))

```

```{r}

temp.pal.1 <- wesanderson::wes_palette("GrandBudapest1")
temp.pal.2 <- wesanderson::wes_palette("GrandBudapest2")
pal <- c(temp.pal.1,temp.pal.2)
names(pal) <- levels(v1r.v.v2r.seu@active.ident)
# Save the 2D PCA of Cell Types with V1R and V2R Principal Curves
svglite(filename = paste0(adobe_images,"fig3_a.svg"),width=6,height=6)
fig3_a <- DimPlot(v1r.v.v2r.seu, reduction="pca", pt.size=2, shuffle=TRUE, cols=pal) +
  geom_path(data=v1r.curve, aes(x=PC_1, y=PC_2), size=0.05, col="black") +
  geom_path(data=v2r.curve, aes(x=PC_1, y=PC_2), size=0.05, col="blue") +
  geom_labelpath(data=v1r.curve, aes(x=PC_1,y=PC_2), size=4.5, label="V1R", hjust=0.8,
                 fontface="bold") +
  geom_labelpath(data=v2r.curve, aes(x=PC_1,y=PC_2), size=4.5, label="V2R", hjust=0.8, 
                 colour="blue", fontface="bold") +
  theme(aspect.ratio = 1.0, text=element_text(size=22), axis.text = element_text(size=22), legend.position="bottom") +
  guides(color=guide_legend(nrow = 2))
  
rm(temp.pal.1,temp.pal.2)

fig3_a
invisible(dev.off())

```

```{r,fig.width=12,fig.height=12}

# V1R/V2R Principal Curves  
# Plot the 2D PCA of Cell Types with V1R and V2R Principal Curves
fig3_a

```

## Cell density plots across pseudotime for P14 and P56 mice  

```{r}

# Calculate pseudotimes
v1r.v.v2r.pt <- slingPseudotime(v1r.v.v2r.sds, na=FALSE)
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.v.v2r.pt[ ,2], col.name = "v1r.pseudotime")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.v.v2r.pt[ ,1], col.name = "v2r.pseudotime")

# Add cell-weights
v1r.cw <- as.integer(v1r.v.v2r.seu$cell_type == "GBC" | 
                            v1r.v.v2r.seu$cell_type == "INP" | 
                              v1r.v.v2r.seu$cell_type == "V1R.INP" | 
                                v1r.v.v2r.seu$cell_type == "V1R_iVSN" |
                                  v1r.v.v2r.seu$cell_type == "V1R_mVSN")
v2r.cw <- as.integer(v1r.v.v2r.seu$cell_type == "GBC" | 
                            v1r.v.v2r.seu$cell_type == "INP" | 
                              v1r.v.v2r.seu$cell_type == "V2R.INP" | 
                                v1r.v.v2r.seu$cell_type == "V2R_iVSN" |
                                  v1r.v.v2r.seu$cell_type == "V2R_mVSN")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v1r.cw, col.name = "v1r.cw")
v1r.v.v2r.seu <- AddMetaData(v1r.v.v2r.seu, v2r.cw, col.name = "v2r.cw")

```

```{r}

v1r.v.v2r.pseudotime <- FetchData(v1r.v.v2r.seu,vars=c("cell_type","age","v1r.pseudotime",
                                                       "v2r.pseudotime","v1r.cw","v2r.cw"))

v1r.v.v2r.pseudotime$cell_type <- 
  factor(v1r.v.v2r.pseudotime$cell_type,
         levels=c("GBC","INP","V1R.INP","V2R.INP","V1R_iVSN",
                  "V2R_iVSN","V1R_mVSN","V2R_mVSN"))

```

[Summary of Kolmogorov-Smirnov Test](https://en.wikipedia.org/wiki/Kolmogorov–Smirnov_test)  

```{r}

# Subset the cells for each lineage
v1r.pseudotime <- v1r.v.v2r.pseudotime[v1r.v.v2r.pseudotime$v1r.cw==1, ]
v1r.pseudotime <- subset(v1r.pseudotime,select=c(cell_type,age,v1r.pseudotime,v1r.cw))
v1r.pseudotime$cell_type <- droplevels(v1r.pseudotime$cell_type)
v2r.pseudotime <- v1r.v.v2r.pseudotime[v1r.v.v2r.pseudotime$v2r.cw==1, ]
v2r.pseudotime <- subset(v2r.pseudotime,select=c(cell_type,age,v2r.pseudotime,v2r.cw))
v2r.pseudotime$cell_type <- droplevels(v2r.pseudotime$cell_type)

# Get age specific cells for statistical test
p14.v1r.pseudotime <- v1r.pseudotime[v1r.pseudotime$age=="P14", ]
p56.v1r.pseudotime <- v1r.pseudotime[v1r.pseudotime$age=="P56", ]
p14.v2r.pseudotime <- v2r.pseudotime[v2r.pseudotime$age=="P14", ]
p56.v2r.pseudotime <- v2r.pseudotime[v2r.pseudotime$age=="P56", ]

###############################
### Kolmogorov-Smirnov Test ###  
###############################
ks.test(p14.v1r.pseudotime$v1r.pseudotime,p56.v1r.pseudotime$v1r.pseudotime)

```

```{r, include=FALSE}

pal <- wesanderson::wes_palette("Darjeeling1",4,"discrete")

fig3_b.part_1 <- ggdensity(data=v1r.pseudotime, x="v1r.pseudotime",
                    color="age",fill="age",title="V1R") +
  theme(aspect.ratio=1, axis.title=element_text(size=20), legend.text=element_text(size=20),
        axis.text=element_text(size=20), plot.title=element_text(hjust=0.5,size=28),
        legend.title=element_text(size=20)) +
  xlab("pseudotime") + 
  annotate("text",x=100,y=0.05,label="p-value < 2.2e-16",size=20/.pt) +
  annotate(
    ymin = -0.001, ymax = -0.0003,
    xmin = c(0, 63, 150, 200),
    xmax = c(63, 150, 200, 237),
    geom = "rect",
    fill = c(pal[2],pal[3],pal[4],pal[1])
  ) +
  annotate("text",x=31,y=-0.0025,label="GBC",size=16/.pt) +
  annotate("text",x=106,y=-0.0025,label="INP",size=16/.pt) +
  annotate("text",x=175,y=-0.0025,label="iVSN",size=16/.pt) +
  annotate("text",x=218,y=-0.0025,label="mVSN",size=16/.pt)
  
```

```{r}

###############################
### Kolmogorov-Smirnov Test ###  
###############################
ks.test(p14.v2r.pseudotime$v2r.pseudotime,p56.v2r.pseudotime$v2r.pseudotime)

```

```{r, include=FALSE}

fig3_b.part_2 <- ggdensity(data=v2r.pseudotime, x="v2r.pseudotime",
                          color="age",fill="age",title="V2R") +
  theme(aspect.ratio=1, axis.title=element_text(size=20), legend.text=element_text(size=20),
        axis.text=element_text(size=20), plot.title=element_text(hjust=0.5,size=28),
        legend.title=element_text(size=20)) +
  xlab("pseudotime") + 
  annotate("text",x=140,y=0.03,label="p-value: 1.892e-13",size=20/.pt) +
  annotate(
    ymin = -0.001, ymax = -0.0003,
    xmin = c(0, 62, 156, 225),
    xmax = c(62, 156, 225, 272),
    geom = "rect",
    fill = c(pal[2],pal[3],pal[4],pal[1])
  ) +
  annotate("text",x=31,y=-0.0025,label="GBC",size=16/.pt) +
  annotate("text",x=109,y=-0.0025,label="INP",size=16/.pt) +
  annotate("text",x=190,y=-0.0025,label="iVSN",size=16/.pt) +
  annotate("text",x=249,y=-0.0025,label="mVSN",size=16/.pt)

```

```{r, include=FALSE}

fig3_b <- ggarrange(plotlist=list(V1R=fig3_b.part_1,V2R=fig3_b.part_2),
                    nrow=1,ncol=2,common.legend=TRUE,legend="right")

svglite(filename = paste0(adobe_images,"fig3_b.svg"), width=12, height=6)
fig3_b
invisible(dev.off())

```

```{r, fig.width=16,fig.height=8}

fig3_b

```

## Heatmap showing expression in pseudotime for genes that differentially expressed between the V1R and V2R lineages. Heat indicates Z-score values  

```{r}

gene.counts <- GetAssayData(object=v1r.v.v2r.seu, slot="data")
gene.tot.counts <- rowSums(gene.counts)
# Only keep genes with more than 100 total normalized counts
gene.tot.counts <- gene.tot.counts[gene.tot.counts >= 300]

sig.v1r.v.v2r.patternDEres <- v1r.v.v2r.patternDEres[names(gene.tot.counts), ]
sig.v1r.v.v2r.patternDEres <- na.omit(sig.v1r.v.v2r.patternDEres)
# Keep genes with an adjusted p-value ≤ 0.001
patternDE.genes <- rownames(sig.v1r.v.v2r.patternDEres)[sig.v1r.v.v2r.patternDEres$padj <= 1e-3]

rm(gene.counts,gene.tot.counts)

```

```{r}

colors <- c("#007FFF", "#2E8B57", "#FFFF66", "#FFA500", "#FF0000")
# Custom color palette  
palette <- colorRampPalette(colors)

### based on mean smoother
patternDE.yhatSmooth <- predictSmooth(models=v1r.v.v2r.sce,gene=patternDE.genes,nPoints=50,tidy=FALSE)
patternDE.yhatSmoothScaled <- t(scale(t(patternDE.yhatSmooth)))
patternDE.heatSmooth_V1R <- pheatmap(patternDE.yhatSmoothScaled[ ,c(51:100)], fontsize = 12,
                                     color=palette(n=50), cluster_cols=FALSE,cluster_rows=TRUE,
                                     show_rownames=FALSE,show_colnames=FALSE,treeheight_row=30,
                                     main="V1R", legend=FALSE, silent=TRUE)

patternDE.matchingHeatmap_V2R <- 
  pheatmap(patternDE.yhatSmoothScaled[patternDE.heatSmooth_V1R$tree_row$order,c(1:50)],
           color=palette(n=50), cluster_cols=FALSE, cluster_rows=FALSE,
           show_rownames=FALSE, show_colnames=FALSE, fontsize = 12,
           main="V2R", legend=TRUE, silent=TRUE)

grid.arrange(patternDE.heatSmooth_V1R[[4]], patternDE.matchingHeatmap_V2R[[4]], ncol = 2, widths=c(1,1.01))

```

## Zoomed in UMAP of cell types early in the neuronal lineage  

```{r}

Idents(inp.integrated) <- as.factor(inp.integrated$cell_type)
# Set the order of the levels for the factor
inp.integrated@active.ident <- factor(inp.integrated@active.ident, 
                                      levels = c("early_INP", "late_INP", "V1R_iVSN",
                                                 "V2R_iVSN", "iOSN", "mOSN"))


```

```{r}

fig3_d <- DimPlot(neuron.integrated,label=TRUE,label.size=8,pt.size=1.5) + 
  NoLegend() + coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))
fig3_d

```

## Feature plots for select genes expressed early in the neuronal lineage  

```{r}

FeaturePlot(neuron.integrated,features=c("Ascl1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Sox2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Neurod1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Neurog1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

FeaturePlot(neuron.integrated,features=c("Sp8"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  coord_cartesian(ylim=c(-3,4),xlim=c(8.5,15))

```

## UMAP of INP, iVSN, iOSN, and mOSN cell types  

```{r}

DimPlot(inp.integrated, pt.size=1, label=TRUE, cols=neuron.cell_type.colors, label.size=8, repel=TRUE) + theme(aspect.ratio = 1)

```

## Normalized expression of candidate genes for V1R/V2R/OSN lineage determination - V1R expressing genes  

```{r}

FeaturePlot(inp.integrated,features=c("Meis2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Sct"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Fam183b"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Mir100hg"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Acad10"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) + theme(aspect.ratio=1)

```

## Normalized expression of candidate genes for V1R/V2R/OSN lineage determination  

```{r}

FeaturePlot(inp.integrated,features=c("Tfap2e"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Fezf1"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Olig2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Tshz2"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Nfib"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

FeaturePlot(inp.integrated,features=c("Bcl11b"),order=TRUE,pt.size=1,cols=c("cyan","magenta")) +
  theme(aspect.ratio=1)

```

